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ORIGINAL ARTICLE The shallow thermal regime of Devils Hole, Death Valley National Park Mark B. Hausner, 1,2 Kevin P. Wilson, 3 D. Bailey Gaines, 3 Francisco Sua ´ rez, 2 and Scott W. Tyler 1 Abstract Devils Hole, a fracture in the carbonate aquifer underlying the Death Valley Regional Groundwater Flow system, is home to the only extant population of Devils Hole pupfish (Cyprinodon diabolis). Since 1995, the population of C. diabolis has shown an unexplained decline, and a number of hypotheses have been advanced to explain this. Here, we examine the thermal regime of Devils Hole and its influence on the pupfish population. We present a computational fluid dynamic (CFD) model of thermal convection on the shallow shelf of Devils Hole, which provides critical habitat for C. diabolis to spawn and forage for food. Driven by meteorological data collected at Devils Hole, the model is calibrated with temperature data recorded in the summer of 2010 and validated against temperatures observed on the shallow shelf between 1999 and 2001.The shallow shelf experiences both seasonal and diel variations in water tem- perature, and the model results reflect these changes. A sensitivity analysis shows that the water tem- peratures respond to relatively small changes in the ambient air temperature (on the order of 1 8C), and a review of local climate data shows that average annual air temperatures in the Mojave Desert have increased by up to 2 8C over the past 30 years. The CFD simulations and local climate data show that climate change may be partially responsible for the observed decline in the population of C. diabolis that began in 1995. Keywords: convection, climate change, computational fluid dynamics, Devils Hole, distributed temperature sensing Introduction [1] The endangered Devils Hole pupfish (Cyprinodon diabolis; Wales 1930) occurs only in the geothermally influenced Devils Hole eco- system (36.42 N, 116.28 W), a groundwater- filled fracture in the carbonate aquifer under- lying Ash Meadows National Wildlife Refuge in southern Nevada, USA. With a surface area of just 50 m 2 , Devils Hole comprises a shallow shelf (average depth , 0.35 m) perched adjacent to a pool that extends more than 130 m deep. Over the past 40 years, the population of C. diabolis has varied significantly, declining as groundwater mining depleted the water level in the ecosystem and then recovering in the 1970s as the water level increased (although it never reached prepumping levels) after the cessation of pumping (Andersen and Deacon 2001). In the mid-1990s, the population of C. diabolis began a second decline, with no immediately apparent cause (Riggs and Deacon 2002). Despite ongoing management of the eco- system, the population remains at a reduced level, and the post-1995 population decline Limnology and Oceanography: Fluids and Environments 3 (2013): 119–138 DOI 10.1215/21573689-2372805 A 2013 publication of the Association for the Sciences of Limnology and Oceanography 1 Department of Geological Sciences and Engineering, University of Nevada, Reno, Reno, Nevada 89557 USA 2 Department of Hydraulic and Environmental Engineering, Pontificia Universidad Cato ´lica de Chile, Santiago, Chile 3 Death Valley National Park, Pahrump, Nevada 89048 USA Correspondence to Mark B. Hausner, [email protected] Downloaded by guest on January 1, 2014
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  • O R I G I N A L A R T I C L E

    The shallow thermal regime of Devils Hole,

    Death Valley National Park

    Mark B. Hausner,1,2 Kevin P. Wilson,3 D. Bailey Gaines,3 Francisco Suarez,2 and Scott W. Tyler1

    Abstract

    Devils Hole, a fracture in the carbonate aquifer underlying the Death Valley Regional Groundwater Flow

    system, is home to the only extant population of Devils Hole pupfish (Cyprinodon diabolis). Since 1995,

    the population of C. diabolis has shown an unexplained decline, and a number of hypotheses have been

    advanced to explain this. Here, we examine the thermal regime of Devils Hole and its influence on the

    pupfish population. We present a computational fluid dynamic (CFD) model of thermal convection on

    the shallow shelf of Devils Hole, which provides critical habitat for C. diabolis to spawn and forage for

    food. Driven by meteorological data collected at Devils Hole, the model is calibrated with temperature

    data recorded in the summer of 2010 and validated against temperatures observed on the shallow shelf

    between 1999 and 2001.The shallow shelf experiences both seasonal and diel variations in water tem-

    perature, and the model results reflect these changes. A sensitivity analysis shows that the water tem-

    peratures respond to relatively small changes in the ambient air temperature (on the order of 1 8C), and a

    review of local climate data shows that average annual air temperatures in the Mojave Desert have

    increased by up to 2 8C over the past 30 years. The CFD simulations and local climate data show that

    climate change may be partially responsible for the observed decline in the population of C. diabolis that

    began in 1995.

    Keywords: convection, climate change, computational fluid dynamics, Devils Hole, distributed temperature

    sensing

    Introduction

    [1] The endangered Devils Hole pupfish

    (Cyprinodon diabolis; Wales 1930) occurs only

    in the geothermally influenced Devils Hole eco-

    system (36.42 N, 116.28 W), a groundwater-

    filled fracture in the carbonate aquifer under-

    lying Ash Meadows National Wildlife Refuge

    in southern Nevada, USA. With a surface area

    of just 50 m2, Devils Hole comprises a shallow

    shelf (average depth ,0.35 m) perched adjacentto a pool that extends more than 130 m

    deep. Over the past 40 years, the population

    of C. diabolis has varied significantly, declining

    as groundwater mining depleted the water level

    in the ecosystem and then recovering in the

    1970s as the water level increased (although

    it never reached prepumping levels) after the

    cessation of pumping (Andersen and Deacon

    2001). In the mid-1990s, the population of

    C. diabolis began a second decline, with no

    immediately apparent cause (Riggs and Deacon

    2002). Despite ongoing management of the eco-

    system, the population remains at a reduced

    level, and the post-1995 population decline

    Limnology and Oceanography: Fluids and Environments 3 (2013): 119138 DOI 10.1215/21573689-2372805

    A 2013 publication of the Association for the Sciences of Limnology and Oceanography

    1Department of Geological

    Sciences and Engineering,

    University of Nevada, Reno,

    Reno, Nevada 89557 USA

    2Department of Hydraulic and

    Environmental Engineering,

    Pontificia Universidad Catolica

    de Chile, Santiago, Chile

    3Death Valley National Park,

    Pahrump, Nevada 89048 USA

    Correspondence to

    Mark B. Hausner,

    [email protected]

    Downloaded by guest on January 1, 2014

  • remains unexplained. A number of hypotheses have

    been advanced to explain this decline, including

    inbreeding depression (Wilcox 2001), shifts in solar

    radiation and allochthonous inputs (Wilson and Blinn

    2007), changes in sediment dynamics (Lyons 2005) and

    the algal community (Riggs and Deacon 2002), and the

    loss of a prey species from the ecosystem (Herbst and

    Blinn 2003). Threloff and Manning (2003) posited that

    increases in water temperature on the ecologically criti-

    cal shallow shelf may be partially responsible for the

    population decline.

    [2] The approximately 17 m2 shallow shelf com-

    prises a boulder perched between the walls of the frac-

    ture and provides the best C. diabolis spawning habitat

    in the system (Andersen and Deacon 2001), as well as a

    substrate for the growth of the benthic community

    (Wilson and Blinn 2007). With a high surface area

    tovolume ratio, water temperatures on the shelf vary

    on both a daily and a seasonal basis. Devils Hole pupfish

    use the shallow shelf for spawning and foraging on a

    daily basis (James 1969; Baugh and Deacon 1983).

    Although pupfish spawn year round (Chernoff 1985),

    the population of C. diabolis normally follows a seasonal

    cycle (Fig. 1A), with the greatest annual increase in

    population observed between May and July (Riggs and

    Deacon 2002). Regular population surveys in Devils

    Hole generally count individuals 1718 mm or larger,

    although smaller fish are occasionally included in the

    surveys when they are observed. Given the observed

    growth rates of C. diabolis, it takes 23 months for

    the fish to reach this length (James 1969); this lag time

    between recruitment and population surveys implies

    that the majority of the annual recruitment occurs in

    March and April.

    [3] The life cycle of Cyprinodon spp. (or pupfishes)

    is strongly controlled by water temperatures, particu-

    larly during life stages associated with reproduction.

    In a study of Amargosa pupfish (Cyprinodon nevadensis

    nevadensis, closely related to C. diabolis), Shrode

    and Gerking (1977) delineated increasingly narrow

    ranges of acceptable temperatures for normal activity

    (1238 8C), viable oogenesis (2436 8C), and successful

    reproduction (2630 8C), defined as .50% survival.

    Although spawning activity occurs year-round, the sea-

    sonal population cycle indicates that annual recruitment

    of C. diabolis is controlled by other factors. The food

    web in Devils Hole is dynamic, dominated in the sum-

    mer by primary productivity but changing to an alloch-

    thonous-driven system when the low winter sun and the

    canyon walls surrounding Devils Hole limit direct sun-

    light. Annual recruitment of C. diabolis begins in March,

    coinciding with the springtime increase in both alloch-

    thonous carbon input and solar radiation (which drives

    increased primary productivity; Wilson and Blinn

    2007). After the end of April, mean water temperatures

    rise sharply and remain relatively constant between May

    and August (Fig. 1C). Whereas other environmental fac-

    tors influence the viability of pupfish eggs and larvae

    (e.g., dissolved oxygen, hydrogen sulfide, and preda-

    tion), suitable water temperatures and available food

    are both necessary for successful recruitment. The

    beginning of the annual recruitment period occurs

    when both allochthonous carbon inputs and primary

    productivity begin increasing in the spring, and this

    period appears to end when warm water temperatures

    prevent successful egg development.

    [4] This article presents a computational fluid

    dynamic (CFD) model of thermal processes in the

    water column over the shallow shelf of Devils Hole

    and compares simulated temperatures with both his-

    torical records and temperatures observed using a

    fiber-optic distributed temperature sensor (DTS). The

    model is used to examine the circulation of water within

    the system and to consider the potential impacts of cli-

    mate change on the ecosystem. By integrating CFD

    modeling with field observations, we examine the

    hypothesis that climate change can affect the water tem-

    peratures on the shallow shelf of Devils Hole strongly

    enough to affect the recruitment of C. diabolis. The util-

    ity of hydrodynamic modeling as a tool for evaluating

    changing ecosystems is demonstrated, and the model

    allows recommendations for future research in both

    Devils Hole and the American Southwest.

    Methods

    The Devils Hole System

    [5] The ecologically critical shallow shelf of Devils Hole

    (Fig. 2) is approximately 5.8 m long (northsouth) with

    a width that varies between 2 and 3 m (eastwest).

    Because of the orientation of the shelf within the narrow

    120 Limnology and Oceanography: Fluids and Environments 3 (2013)

    A 2013 publication of the Association for the Sciences of Limnology and Oceanography / e-ISSN 2157-3689

    Downloaded by guest on January 1, 2014

  • canyon surrounding Devils Hole, direct solar exposure

    varies seasonally. Direct radiation strikes the water

    surface for up to 4.5 h d-1 in June (Fig. 2A), but no

    direct solar exposure occurs for much of January

    (Wilson and Blinn 2007). The water surface is approxi-

    mately 17 m below the surrounding landscape (Szabo

    et al. 1994), and high ridges east and west of the pool

    obstruct the sun for most of the day. When direct solar

    radiation does fall on the water surface, spatially variable

    exposure causes temperature gradients that in turn

    drive diel thermal convection on the shelf. These diel

    convection cycles affect the temperatures in the water

    column and the substrate, where pupfish spawn and

    forage on a daily basis.

    [6] The shallow shelf itself is a boulder perched in

    the aperture of the fracture. Water dep


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